Deep Learning for Radiologist: A Beginner's Guide

Deep learning is used in the research community and in industry to help solve many big data problems such as computer vision, speech recognition, and natural language processing.
Deep learning refers to a family of machine learning algorithms that make heavy use of artificial neural networks. In a 2016 Google Tech Talk, Jeff Dean describes deep learning algorithms as using very deep neural networks, where "deep" refers to the number of layers, or iterations between input and output. As computing power is becoming less expensive, the learning algorithms in today's applications are becoming "deeper." Machine Learning Definition. Retrieved from https://deepai.org/machine-learning-glossary-and-terms/machine-learning


Pearls

Each month some imaging pearls are posted on various topics of deep learning such as AI, Machine Learning, Radiomics and more. Check out frequently for latest update.

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Journal Club

Each month some key articles in radiology & non-radiology journals are posted on topics of deep learning such as AI, Machine Learning and more. Check out frequently for latest update.

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Lectures

Our discussion videos on various topics of deep learning & AI role in radiology & medicine will be posted in this section. Check out frequently for latest update.

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Glossary

We are honored to provide a list of deep learning terms and definitions from NVIDIA®. Check out their glossary here now.

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NVIDIA® Resources for Radiology

We have privilege to provide a series over 100 deep learning topics from NVIDIA® and would like to thank NVIDIA® for sharing these resources!

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Misc. Resources

Many helpful articles on a range of topics on deep learning from beyond medicine are posted frequently here. Check out for latest update.

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Exhibits

RSNA & ARRS powerpoint presentations & other exhibits on various topics of AI are posted here for self-learning. Check it out for update.

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The FELIX Project: A  Lustgarten Initiative

The Felix Project is use of AI & deep learning for early detection of pancreatic cancer. Check out frequently for latest update.

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